The Role of AI and Algorithms in Social Media
Author(s): Nimit Bhardwaj Originally published on Towards AI. The Role of AI and Algorithms in Social Media In todayβs fast-paced world, social media has become more than just a digital landscape. As a technology now approaching 30 years old [1], itβs an …
Top Important Computer Vision Papers for the Week from 22/04 to 28/04
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, several top-tier academic conferences and journals showcased innovative research in computer vision, presenting exciting breakthroughs in various subfields such as image recognition, vision model optimization, …
GIS Machine Learning With R-An Overview.
Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. Created by the author with DALL E-3 R has become very ideal for GIS, especially for GIS machine learning as it has topnotch libraries that can perform geospatial computation. R has simplified the …
Unboxing Loss Functions in YOLOv8
Author(s): Vincent Liu Originally published on Towards AI. Source: Image by author. YOLO has long been one of the first go-to models for object detection tasks. Itβs fast and accurate. Besides, the API is concise and easy to work on. The lines …
Advanced SQL for Data Analysis βPart 1: Subqueries and CTE
Author(s): Carlos da Costa Originally published on Towards AI. Photo by Luke Chesser on Unsplash As query complexity increases, there is a growing need to keep the code organized, modular, and readable. Therefore, it is important to know techniques to maintain code …
This AI newsletter is all you need #97
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie Our focus this week was on real-world testing and fine-tuning of LLama-3 and Phi-3, as well as some exciting progress in medical AI. We …
A Complete Noobs Guide to Vector Search, Part 2
Author(s): Harpreet Sahota Originally published on Towards AI. A Complete Noobs Guide to Vector Search, Part 2 Photo by Evgeni Tcherkasski on Unsplash If you randomly ended up on this blog, let me give you a bit of context. Iβm writing a …
Topic Modeling on Customer Reviews using BERTopic and Llama2
Author(s): Boris Dorian Da Silva Originally published on Towards AI. Topic Modeling on Customer Reviews using BERTopic and Llama2 A Quick Guide to Creating Interpretable Topics from Customer Reviews with BERTopic and Llama2 using Ollama. Image by playground.com Introduction No matter the …
Minimizing the Mean Square Error: Frequentist Approach
Author(s): Varun Nakra Originally published on Towards AI. Statistical Inference and Mean Square Error In a utopian world, we would have access to unlimited data, i.e., the entire population, so there wouldnβt be a need for an βinferenceβ, as we would know …
A Complete Noobs Guide to Vector Search, Part 1
Author(s): Harpreet Sahota Originally published on Towards AI. Photo by Scott Graham on Unsplash If you randomly ended up on this blog, let me give you a bit of context. Iβm writing a book on Retrieval Augmented Generation (RAG) for Wiley Publishing, …
Understanding Convolutional Neural Network (CNN) β A Guide to Visual Recognition in the AI Era
Author(s): Sanket Rajaram Originally published on Towards AI. Understanding Convolutional Neural Network (CNN) β A Guide to Visual Recognition in the AI Era This article will help you understand the application of conventional artificial neural networks to visual recognition problems. Weβll understand …
Exploration of CDFs: Their Applications in Data Science
Author(s): Ghadah AlHabib Originally published on Towards AI. Image generated by ChatGPT Introduction to CDFs Cumulative Distribution Functions (CDF) are functions that represent the probability of a random variable X that takes on a value less than or equal to a specific …
Setting Up Your Qdrant Vector Database
Author(s): Harpreet Sahota Originally published on Towards AI. Photo by Andrew Ruiz on Unsplash If you randomly ended up on this blog, let me give you a bit of context. Iβm writing a book on Retrieval Augmented Generation (RAG) for Wiley Publishing, …
Make ChatGPT Your go-to Travel Advisor
Author(s): Poornachandra Sarang Originally published on Towards AI. Creating Travel Itinerary for Any City in the WorldPhoto by Murat Εahin Every time I have to make a few local visits, it always brings to mind the traveling salesperson dilemma. The solution to …
ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting
Author(s): Reza Yazdanfar Originally published on Towards AI. ATFNet is a deep learning model that combines time and frequency domain modules to capture dependencies in time series data. It introduces a novel weighting mechanism to adjust weights based on periodicity, enhances the …
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